local-web-search

Search public web sources for product and formulation benchmark examples.

58|1|Updated May 13, 2026
One-click install
npx skills add https://github.com/Simplified-Reasoning/Pi-Bench --skill local-web-search-simplified-reasoning
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: local-web-search
Source: https://github.com/Simplified-Reasoning/Pi-Bench/tree/main/data/pharmacist/skills/local-web-search
Command: npx skills add https://github.com/Simplified-Reasoning/Pi-Bench --skill local-web-search-simplified-reasoning

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you quickly locate public, comparable web sources for formulation benchmarks or product examples so you can build an evidence-based comparison without manually wading through irrelevant results.

Core Features & Use Cases

  • Targeted discovery for public product/formulation pages: Focuses searches on concrete identifiers like product name, dosage form, route, ingredient, brand, and benchmark terms.
  • Benchmark-oriented filtering: Prioritizes pages that expose formulation or product details suitable for comparison rather than general literature.
  • Comparison-ready extraction: De-duplicates near-identical hits and extracts comparable fields (e.g., formulation form, active/ingredient concentration, route, and claimed use) to produce a short comparison set.

Quick Start

Use this skill to find comparable public formulation examples by searching the exact product/dosage/route details you have, then ask for a concise comparison set of the extracted fields.

Frequently Asked Questions about local-web-search

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find public formulation benchmarks and product examples for a specific medication?

Find formulation benchmarks by executing targeted web searches using exact product names, dosage forms, and routes to retrieve comparable public pages. The skill filters for concrete formulation details and de-duplicates near-identical hits to return a short, comparison-ready dataset.

Can I extract comparable formulation fields like active ingredient concentration from web search results?

Extract comparable formulation fields like active ingredient concentration, formulation form, route, and claimed use directly from public web sources. The skill parses targeted product identifiers to isolate benchmark pages and structures the extracted data into a concise comparison set.

What is the best way to compare pharmaceutical product formulations without manually reviewing literature?

Compare pharmaceutical product formulations by searching with product identifiers and benchmark terms rather than relying on general literature. The skill prioritizes pages exposing concrete product details, de-duplicates similar hits, and extracts formulation fields to build an evidence-based comparison set.

Does this web search approach work for pharmacist-oriented scenarios needing market comparables?

This web search approach is specifically designed for pharmacist-oriented scenarios requiring market-like comparables. It focuses on discovering public product and formulation benchmark pages by searching exact dosage and route details, bypassing purely literature-based sources.

How do I de-duplicate near-identical formulation hits when searching for product examples online?

De-duplicate near-identical formulation hits automatically during the web search and extraction process. The skill evaluates targeted search results for concrete formulation details, removes redundant matches, and outputs a short comparison set of distinct benchmark examples.

What product details do I need to find comparable formulation examples online?

To find comparable formulation examples, provide concrete product identifiers such as product name, dosage form, route, ingredient, and brand. The skill uses these specific details alongside benchmark terms to locate public pages suitable for formulation comparison.